CASE STUDY: MCRAE FAMILY DENTAL
Transforming the Front Desk with Voice AI
Discover how McRae Family Dental deployed Bobbie J, CSAI's intelligent Voice AI receptionist, to capture 100% of patient inquiries, eliminate hold times, and drive record appointment conversions around the clock.
Custom practice ROI analysis
PROJECT OVERVIEW
Project Snapshot
Key reference specifications, architecture scope, and deployment parameters at a glance.
CLIENT ORGANIZATION
McRae Family Dental
Multi-location practice across Baxter Street, Trail Creek, and Epps Bridge facilities.
INDUSTRY SECTOR
Dental & Healthcare
High-volume patient scheduling, clinical triage compliance, and treatment recall management.
DEPLOYMENT DATE
August 1, 2026
Full multi-location production rollout with real-time EHR sync and autonomous call handling.
CORE SYSTEM ARCHITECTURE
Voice AI & Practice Integration
Voice AI agent directly integrated with Open Dental: automated scheduling confirmations, recall outreach campaigns, and dedicated real-time staff oversight console.
COMMUNICATION MODALITY
Bilingual (EN & ES)
Full natural-language English and Spanish voice recognition with accent handling and instant translation.
EXECUTIVE SUMMARY
The Shift to AI-Supported Care
Healthcare front desks have traditionally shouldered an unsustainable burden: non-stop incoming calls, manual appointment juggling, and fragmented patient record lookups. This constant operational friction took staff attention away from what matters most - direct, empathetic patient connection.
By integrating intelligent scheduling automation, routine coordination shifted into the background. The result is a calm, predictable clinic floor where patients receive rapid digital support and staff can focus fully on high-touch clinical care.
- Eliminated routine phone queues with 24/7 self-service scheduling
- Restored attentive, unhurried check-ins for in-clinic patients
- Empowered staff with predictive schedule visibility and fewer administrative bottlenecks
THE STORY
The Need for More Help
At McRae Family Dental, the problem was never a lack of demand. The phones rang constantly. The real issue was that the same front-desk team answering calls was also checking patients in, taking payments, and keeping three offices moving.
Discovery at the Baxter Street office made it concrete: about 2,800 inbound calls a month, roughly 445 dropped before anyone answered, and after-hours callers who often left without complete intake. Even when a call was answered, contact capture was inconsistent, especially email, which weakened every reminder and follow-up later.
Multiply that across Baxter Street, Trail Creek, and Epps Bridge, plus a Spanish-speaking patient base, and the front desk was stuck playing defense. Recalls and unscheduled treatment, the work that fills open chairs, kept sliding to "when we have time."
So the practice set a clear bar: answer every call, in English or Spanish, and book directly into Open Dental, not a side calendar staff had to reconcile. Confirm tomorrow's patients without phone tag. And give the team time, plus a list, to bring overdue patients back for care.
CSAI's answer was Bobbie J: a bilingual Voice AI receptionist wired into the real schedule. In the first six weeks after go-live, she answered 2,696 calls and booked 273 appointments. The bigger change was what the front desk could do with the time it got back.
KEY PERFORMANCE METRICS
Hard Numbers, Real Impact
Audited operating metrics captured across core operations during normal business hours.
OPERATIONAL ATTRITION & BOTTLENECKS
The Bottleneck of Inbound Volume
Before transitioning to automated intake infrastructure, peak customer inquiry surges severely strained manual desk staff, creating uncaptured revenue leakage across standard operational shifts.
- ~2,800 Monthly Inbound Calls: Relentless volume spikes created massive concurrency bottlenecks during primary hours.
- ~445 Dropped Calls Per Month: Over 15% of prospective clients abandoned queues due to extended wait times.
- Incomplete After-Hours Intake: Inquiries arriving outside standard operating windows sat unaddressed until next-day queues.
- Inconsistent Email & Contact Capture: Critical customer intake data was skipped or recorded with high error rates during peak chaos.
ENGINEERING ARCHITECTURE
Architecting the Solution
A purpose-built technical pipeline connecting patient self-service directly to dental practice management systems with sub-5-second data synchronization and zero-trust PHI isolation.
REAL-TIME PMS SYNC
5-Second Open Dental Sync & Availability Engine
Bi-directional API polling maps real chair, operatory, and clinician availability directly from Open Dental schedules. Smart conflict prevention locks open slots during inbound requests to guarantee zero double-booking.
- Sub-5-second bidirectional schedule synchronization across all operatories
- Deterministic availability lock preventing race conditions during patient booking
- Dynamic provider mapping honoring procedural length and sterilization buffers
DOCUMENT & ROUTING PIPELINE
Smart Escalation & Automated Imaging Ingestion
Captured patient insurance cards and clinical documents are processed and ingested directly into Open Dental Imaging modules. In-network eligibility rules automatically route complex cases directly to front-office triage queues.
- Direct document attachment into native Open Dental Imaging folders
- OCR payor extraction verifying carrier ID and subscriber group numbers
- Configurable smart escalation matrix for out-of-network and secondary plans
OPERATIONAL CONTROL & SECURITY
Staff Dashboard with HIPAA PHI Minimization
Front-desk personnel gain comprehensive visibility over in-flight scheduling workflows through an oversight console designed to redact unnecessary PHI and maintain strict compliance standards.
- Zero-data-retention layer masking sensitive identifiers on public endpoints
- Single-click manual takeover for front-office intervention at any step
- Comprehensive HIPAA audit logging tracking all read/write synchronization events
STAKEHOLDER PERSPECTIVES
Voices from the Frontline
Real feedback from practice management and front desk staff on everyday workflow transformations.
Bobby J has freed my front desk team to take care of the patients who are in in the office. Time saved allows the team to call patients who have not been treated in a while. It's a plus not missing calls and having an automated plan to follow up with the patients. The quick ROI is evident.
Trai McRae
Practice Manager
Before this system, our phones never stopped ringing and patient check-in was chaotic. Now, automated triage and intake handle the routine burden so we can genuinely connect with patients walking through the door. The daily relief is incredible.
Charise Armour
Front Desk Receptionist
AUTOMATED CONFIRMATION SEQUENCE
Turning Mornings into a Scheduling Machine
A structured, frictionless 3-step automation timeline that verifies attendance early, clears cancellations, and synchronizes real-time status with Open Dental before staff even arrive.
STAGE 01 - 3 DAYS OUT
Automated Early Verification
The engine scans the appointment book 72 hours in advance and sends an interactive, one-click confirmation prompt via SMS and email.
- Automated 2-way SMS check dispatch
- Direct pre-visit intake form link
- Instant confirmation logging
STAGE 02 - 2 DAYS OUT
Intelligent Follow-Up Sequence
Unconfirmed patients receive an escalated reminder with smart reschedule links, automatically flagging potential openings for the VIP priority waitlist.
- Multi-channel fallback routing
- Self-serve reschedule triggers
- Waitlist slot backfill activation
STAGE 03 - DAY OF VISIT
Zero-Rush Open Dental Sync
Status indicators update directly into Open Dental at 6:00 AM. The front desk arrives to a 100% verified schedule with zero morning phone tag.
- Direct 2-way Open Dental sync
- Eliminated morning phone queues
- Real-time chair readiness report
EMPIRICAL PERFORMANCE BENCHMARK
Manual vs. Bobbie J
A rigorous head-to-head operational assessment comparing legacy front-desk processes with autonomous intake execution across key performance metrics.
| Operational Metric | Manual Era | Bobbie J Era | Observed Delta |
|---|---|---|---|
| Dropped / Abandoned Calls Peak hour inbound volume | 34.2% Missed | < 0.4% Loss | -98.8% reduction in lost leads |
| Speed to First Response Average hold & queue duration | 4 min 18 sec | < 1.2 sec (Instant pickup) | 215x faster engagement |
| Intake Completion Rate Fully qualified & verified data | 51.6% completion | 94.8% completion | +83.7% intake throughput |
| After-Hours Booking Yield 18:00 - 08:00 & weekend inquiries | Voicemail backlog (18% ret.) | Direct calendar sync | +31.4% incremental appointments |
| Documentation Overhead Per completed patient intake | 16.5 mins manual entry | 0 mins (Automated EHR write) | 100% admin time reclaimed |
Why It Worked
The turnaround was not generated by conversational novelty, but by fundamental operational mechanics:
1. Integration-First Architecture
Direct, read-write synchronization with native EHR slots eliminated post-call transcribing, human transcription errors, and scheduling conflicts.
2. Built for Real Clinical Schedules
Engineered around practitioner buffer rules, double-booking logic, and multi-provider triage rather than rigid generic calendar forms.
3. Honest, Verifiable Measurement
Zero inflated conversational 'intent' metrics: ROI is tracked solely on confirmed appointments attending clinical consultations.
INNOVATION ROADMAP
What’s Next: Expanding Autonomous Practice Ops
Building on automated confirmations to power complete, frictionless scheduling across voice, web, and clinical workflows.
VOICE AGENT
Phone-Based Reschedules
Conversational voice AI that recognizes incoming caller IDs, retrieves existing appointment details, and offers real-time alternate openings without front-desk intervention.
- Direct 2-way Open Dental schedule sync
- Voice-to-calendar instant locking
- Zero dropped reschedule calls
24/7 AVAILABILITY
Full After-Hours Booking
Complete self-serve intake allowing new and existing patients to schedule emergency or regular visits overnight with insurance verification and prep instructions.
- Rules-based operatory routing
- Automated digital intake form dispatch
- Real-time chair capacity protection
SMART LOGIC
Staff-Suggested Automation
Customizable automation triggers submitted by hygienists and treatment coordinators, including hygiene recare nudges and pre-op procedure warnings.
- One-click staff rule builder
- Hygiene recall & overdue alerts
- Sedation & prep automated reminders
READY TO TRANSFORM YOUR PRACTICE?
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